English

The effect of perturbations of frames on their alternate and approximately dual frames

Functional Analysis 2019-05-02 v1

Abstract

Approximately dual frames as a generalization of duality notion in Hilbert spaces have applications in Gabor systems, wavelets, coorbit theory and sensor modeling. In recent years, the computing of the associated deviations of the canonical and alternate dual frames from the original ones has been considered by some authors. However, the quantitative measurement of the associated deviations of the alternate and approximately dual frames from the original ones has not been satisfactorily answered. In this paper, among other things, it is proved that if the sequence Ψ=(ψn)n\Psi=(\psi_n)_n is sufficiently close to the frame Φ=(φn)n\Phi=(\varphi_n)_n, then Ψ\Psi is a frame for H\mathcal H and approximately dual frames Φad=(φnad)n\Phi^{ad}=(\varphi^{ad}_n)_n and Ψad=(ψnad)n\Psi^{ad}=(\psi^{ad}_n)_n can be found which are close to each other and particularly, we estimate the deviation from perfect reconstruction in terms of the operator A1:=TΦUΦad{\mathcal A}_1:=T_\Phi U_{\Phi^{ad}} and A2:=TΨUΨad{\mathcal A}_2:=T_\Psi U_{\Psi^{ad}} and their approximation rates, where TXT_X and UXU_X denote the synthesis and analysis operators of the frame XX, respectively. Finally, we demonstrate how our results apply in the practical case of Gabor systems. It is worth mentioning that some of our perturbation conditions are quite different from those used in the previous literatures on this topic.

Keywords

Cite

@article{arxiv.1905.00113,
  title  = {The effect of perturbations of frames on their alternate and approximately dual frames},
  author = {M. Hajiabootorabi and H. Javanshiri and M. R. Mardanbeigi},
  journal= {arXiv preprint arXiv:1905.00113},
  year   = {2019}
}